conftrace_

conditional dependence

9 papers

Explore in graph

Co-occurring keywords

kernel methods (1097) reproducing kernel hilbert space (334) causal discovery (460) causal inference (1630) cross-covariance operators (1) nonlinear structure learning (2) statistical dependency (12) nonparametric inference (30) nonlinear structure (3) financial time series (11)

Papers

On Distance and Kernel Measures of Conditional Dependence JMLR 2023
Reframed GES with a neural conditional dependence measure UAI 2022
Kernel Partial Correlation Coefficient --- a Measure of Conditional Dependence JMLR 2022
A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning ICML 2020
Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications ICML 2016
Gaussian Process Conditional Copulas with Applications to Financial Time Series NIPS 2013
Scale Invariant Conditional Dependence Measures ICML 2013
Nonlinear directed acyclic structure learning with weakly additive noise models NIPS 2009
Kernel Measures of Conditional Dependence NIPS 2007